Impact of H-Index Toward Citations Using Linear Regression on Science and Technology Index
Corresponding Author(s) : Dihin Muriyatmoko
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control,
Vol 3, No 3, August 2018
Abstract
Number of Journals in Indonesia is quite a lot and various disciplines. Until March 15, 2018, registered 50,889 online and print ISSN by Indonesian Institute of Science (LIPI). The government through Ministry of Research, Technology, and Higher Education of Republic Indonesia (Kemenristekdikti) set regulated on journal index, that is Science and Technology Index (SINTA) assigned to rank quality content and management divided by six categories called S1 to S6 which of the data is taken from Google Scholar and Scopus. This research applies S1 that these journals are accredited “A” by Kemenristekdikti and or index by Scopus. That’s data is shown ranking by sorted based on h-index and citations. S1 shown that journal which has highest h-index uncertain have highest citations too, even some have zeroes. That’s data on S1 become strange and awkward when compared with S2 to S6 because some value of h-index and citations S1 is lower than S2 to S6. This research focus to find how strong correlation or impact h-index toward citations using linear regression. The test result shows that value of Multiple R = 0.78 indicates the correlative is very close, a value of R Square = 0.61 indicates the impact of h-index toward citations achieve 61% and the rest 39% affected by others factor.
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- Presiden Republik Indonesia. Undang-Undang Republik Indonesia Nomor 12 Tahun 2012 Tentang Pendidikan Tinggi [Internet]. Jakarta; 2012 p. 97. Available from: http://peraturan.go.id/uu/nomor-12-tahun-2012.html
- Kemenristekdikti. Grafik Jumlah Dosen Aktif Pangkalan Data Pendidikan Tinggi [Internet]. https://forlap.ristekdikti.go.id. 2018 [cited 2018 Mar 15]. Available from: https://forlap.ristekdikti.go.id/dosen/homegraphjk
- LIPI. Daftar ISSN yang telah diterbitkan [Internet]. http://issn.lipi.go.id/. 2018 [cited 2018 Mar 15]. Available from: http://issn.pdii.lipi.go.id/issn.cgi?statistik
- Kemenristekdikti. SINTA - Science and Technology Index [Internet]. http://sinta.ristekdikti.go.id. 2018 [cited 2018 Mar 15]. Available from: http://sinta.ristekdikti.go.id/journals
- Malesios C. Measuring the robustness of the journal h-index with respect to publication and citation values: A Bayesian sensitivity analysis. Journal of Informetrics [Internet]. 2016;10(3):719–31. Available from: http://www.sciencedirect.com/science/article/pii/S1751157715302303
- Bertoli-Barsotti L, Lando T. On a formula for the h-index. Journal of Informetrics [Internet]. 2015;9(4):762–76. Available from: http://dx.doi.org/10.1016/j.joi.2015.07.004
- Asnafi S, Gunderson T, McDonald RJ, Kallmes DF. Association of h-index of Editorial Board Members and Impact Factor among Radiology Journals. Academic Radiology [Internet]. 2017;24(2):119–23. Available from: http://www.sciencedirect.com/science/article/pii/S1076633216303786
- Vanclay JK. Ranking forestry journals using the h-index. Journal of Informetrics [Internet]. 2008;2(4):326–34. Available from: http://www.sciencedirect.com/science/article/pii/S1751157708000357
- Mingers J, Macri F, Petrovici D. Using the h-index to measure the quality of journals in the field of business and management. Information Processing & Management [Internet]. 2012;48(2):234–41. Available from: http://www.sciencedirect.com/science/article/pii/S0306457311000422
- Chen S, Arsenault C, Larivière V. Are top-cited papers more interdisciplinary? Journal of Informetrics [Internet]. 2015;9(4):1034–46. Available from: http://www.sciencedirect.com/science/article/pii/S1751157715300201
- Garousi V, Mäntylä M V. Citations, research topics and active countries in software engineering: A bibliometrics study. Computer Science Review [Internet]. 2016;19:56–77. Available from: http://www.sciencedirect.com/science/article/pii/S1574013715300654
- Waltman L. A review of the literature on citation impact indicators. Journal of Informetrics [Internet]. 2016;10(2):365–91. Available from: http://www.sciencedirect.com/science/article/pii/S1751157715300900
- Lira MAT, Da Silva EM, Alves JMB, Veras GVO. Estimation of wind resources in the coast of Ceará, Brazil, using the linear regression theory. Renewable and Sustainable Energy Reviews [Internet]. 2014;39:509–29. Available from: http://www.sciencedirect.com/science/article/pii/S1364032114005498
- Bhuriya D, Kaushal G, Sharma A, Singh U. Stock market predication using a linear regression. In: 2017 International conference of Electronics, Communication and Aerospace Technology (ICECA). 2017. p. 510–3.
- Paikun, Kadri T, Sugara RDH. Estimated budget construction housing using linear regression model easy and fast solutions accurate. In: 2017 International Conference on Computing, Engineering, and Design (ICCED). 2017. p. 1–6.
- Menon SP, Bharadwaj R, Shetty P, Sanu P, Nagendra S. Prediction of temperature using linear regression. In: 2017 International Conference on Electrical, Electronics, Communication, Computer, and Optimization Techniques (ICEECCOT). 2017. p. 1–6.
- Douglas C. Montgomery, Elizabeth A. Peck GGV. Introduction to Linear Regression Analysis, 5th Edition. Fifth. Canada: WILEY; 2012. 672 p.
- Muriyatmoko D. Editorial Team [Internet]. https://ejournal.unida.gontor.ac.id/index.php/FIJ. 2018 [cited 2018 Mar 30]. Available from: https://ejournal.unida.gontor.ac.id/index.php/FIJ/about/editorialTeam
- Scopus. SJR : Scientific Journal Rankings [Internet]. Scimago Journal & Country Rank. 2018 [cited 2018 Apr 24]. Available from: http://www.scimagojr.com/journalrank.php
- Guilford JP. Fundamental statistics in psychology and education [Internet]. 5th edition. New York [etc.]: McGraw-Hill Book Company; 1973. 546 p. Available from: https://www.amazon.com/Fundamental-statistics-psychology-education-McGraw-Hill/dp/0070251487
References
Presiden Republik Indonesia. Undang-Undang Republik Indonesia Nomor 12 Tahun 2012 Tentang Pendidikan Tinggi [Internet]. Jakarta; 2012 p. 97. Available from: http://peraturan.go.id/uu/nomor-12-tahun-2012.html
Kemenristekdikti. Grafik Jumlah Dosen Aktif Pangkalan Data Pendidikan Tinggi [Internet]. https://forlap.ristekdikti.go.id. 2018 [cited 2018 Mar 15]. Available from: https://forlap.ristekdikti.go.id/dosen/homegraphjk
LIPI. Daftar ISSN yang telah diterbitkan [Internet]. http://issn.lipi.go.id/. 2018 [cited 2018 Mar 15]. Available from: http://issn.pdii.lipi.go.id/issn.cgi?statistik
Kemenristekdikti. SINTA - Science and Technology Index [Internet]. http://sinta.ristekdikti.go.id. 2018 [cited 2018 Mar 15]. Available from: http://sinta.ristekdikti.go.id/journals
Malesios C. Measuring the robustness of the journal h-index with respect to publication and citation values: A Bayesian sensitivity analysis. Journal of Informetrics [Internet]. 2016;10(3):719–31. Available from: http://www.sciencedirect.com/science/article/pii/S1751157715302303
Bertoli-Barsotti L, Lando T. On a formula for the h-index. Journal of Informetrics [Internet]. 2015;9(4):762–76. Available from: http://dx.doi.org/10.1016/j.joi.2015.07.004
Asnafi S, Gunderson T, McDonald RJ, Kallmes DF. Association of h-index of Editorial Board Members and Impact Factor among Radiology Journals. Academic Radiology [Internet]. 2017;24(2):119–23. Available from: http://www.sciencedirect.com/science/article/pii/S1076633216303786
Vanclay JK. Ranking forestry journals using the h-index. Journal of Informetrics [Internet]. 2008;2(4):326–34. Available from: http://www.sciencedirect.com/science/article/pii/S1751157708000357
Mingers J, Macri F, Petrovici D. Using the h-index to measure the quality of journals in the field of business and management. Information Processing & Management [Internet]. 2012;48(2):234–41. Available from: http://www.sciencedirect.com/science/article/pii/S0306457311000422
Chen S, Arsenault C, Larivière V. Are top-cited papers more interdisciplinary? Journal of Informetrics [Internet]. 2015;9(4):1034–46. Available from: http://www.sciencedirect.com/science/article/pii/S1751157715300201
Garousi V, Mäntylä M V. Citations, research topics and active countries in software engineering: A bibliometrics study. Computer Science Review [Internet]. 2016;19:56–77. Available from: http://www.sciencedirect.com/science/article/pii/S1574013715300654
Waltman L. A review of the literature on citation impact indicators. Journal of Informetrics [Internet]. 2016;10(2):365–91. Available from: http://www.sciencedirect.com/science/article/pii/S1751157715300900
Lira MAT, Da Silva EM, Alves JMB, Veras GVO. Estimation of wind resources in the coast of Ceará, Brazil, using the linear regression theory. Renewable and Sustainable Energy Reviews [Internet]. 2014;39:509–29. Available from: http://www.sciencedirect.com/science/article/pii/S1364032114005498
Bhuriya D, Kaushal G, Sharma A, Singh U. Stock market predication using a linear regression. In: 2017 International conference of Electronics, Communication and Aerospace Technology (ICECA). 2017. p. 510–3.
Paikun, Kadri T, Sugara RDH. Estimated budget construction housing using linear regression model easy and fast solutions accurate. In: 2017 International Conference on Computing, Engineering, and Design (ICCED). 2017. p. 1–6.
Menon SP, Bharadwaj R, Shetty P, Sanu P, Nagendra S. Prediction of temperature using linear regression. In: 2017 International Conference on Electrical, Electronics, Communication, Computer, and Optimization Techniques (ICEECCOT). 2017. p. 1–6.
Douglas C. Montgomery, Elizabeth A. Peck GGV. Introduction to Linear Regression Analysis, 5th Edition. Fifth. Canada: WILEY; 2012. 672 p.
Muriyatmoko D. Editorial Team [Internet]. https://ejournal.unida.gontor.ac.id/index.php/FIJ. 2018 [cited 2018 Mar 30]. Available from: https://ejournal.unida.gontor.ac.id/index.php/FIJ/about/editorialTeam
Scopus. SJR : Scientific Journal Rankings [Internet]. Scimago Journal & Country Rank. 2018 [cited 2018 Apr 24]. Available from: http://www.scimagojr.com/journalrank.php
Guilford JP. Fundamental statistics in psychology and education [Internet]. 5th edition. New York [etc.]: McGraw-Hill Book Company; 1973. 546 p. Available from: https://www.amazon.com/Fundamental-statistics-psychology-education-McGraw-Hill/dp/0070251487